Search Results for author: Ryan Sander

Found 3 papers, 2 papers with code

On the Importance of 3D Surface Information for Remote Sensing Classification Tasks

no code implementations26 Apr 2021 Jan Petrich, Ryan Sander, Eliza Bradley, Adam Dawood, Shawn Hough

Despite this surge, however, there has been relatively little study on the comparative value of 3D surface information for machine learning classification tasks.

BIG-bench Machine Learning Classification +1

Deep Latent Competition: Learning to Race Using Visual Control Policies in Latent Space

1 code implementation19 Feb 2021 Wilko Schwarting, Tim Seyde, Igor Gilitschenski, Lucas Liebenwein, Ryan Sander, Sertac Karaman, Daniela Rus

We demonstrate the effectiveness of our algorithm in learning competitive behaviors on a novel multi-agent racing benchmark that requires planning from image observations.

Reinforcement Learning (RL)

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